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  4. Rapid Digital Architecture Design of Computationally Complex Algorithms
 
Zitierlink URN
https://nbn-resolving.de/urn:nbn:de:gbv:46-00107133-11

Rapid Digital Architecture Design of Computationally Complex Algorithms

Veröffentlichungsdatum
2019-02-07
Autoren
Knoop, Benjamin Andreas  
Betreuer
Paul, Steffen  
Gutachter
Burg, Andreas  
Zusammenfassung
Traditional digital design techniques hardly keep up with the rising abundance of programmable circuitry found on recent Field-Programmable Gate Arrays. Therefore, the novel Rapid Data Type-Agnostic Digital Design Methodology (RDAM) elevates the design perspective of digital design engineers away from the register-transfer level to the algorithmic level. It is founded on the capabilities of High-Level Synthesis tools. By consequently working with data type-agnostic source codes, the RDAM brings significant simplifications to the fixed-point conversion of algorithms and the design of complex-valued architectures. Signal processing applications from the field of Compressed Sensing illustrate the efficacy of the RDAM in the context of multi-user wireless communications. For instance, a complex-valued digital architecture of Orthogonal Matching Pursuit with rank-1 updating has successfully been implemented and tested.
Schlagwörter
Digital Design

; 

Field-Programmable Gate Array (FPGA)

; 

High-Level Synthesis (HLS)

; 

Fixed-Point Arithmetic

; 

Signal Processing

; 

Wireless Communications

; 

Compressed Sensing (CS)

; 

Orthogonal Matching Pursuit (OMP)
Institution
Universität Bremen  
Fachbereich
Fachbereich 01: Physik/Elektrotechnik (FB 01)  
Dokumenttyp
Dissertation
Zweitveröffentlichung
Nein
Sprache
Englisch
Dateien
Lade...
Vorschaubild
Name

00107133-1.pdf

Size

2.62 MB

Format

Adobe PDF

Checksum

(MD5):22f2148e3352a4030f5cbac572482863

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